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TaylorHuston
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synthesize

Synthesize multiple sources into structured documents with citations.

69|7|Updated Jan 19, 2026
Search Tags:#automation#research#citation#knowledge-management#synthesize#batch-processing#topic-decomposition
One-click install
npx skills add https://github.com/TaylorHuston/local-life-manager --skill synthesize
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: synthesize
Source: https://github.com/TaylorHuston/local-life-manager/tree/main/.claude/skills/synthesize
Command: npx skills add https://github.com/TaylorHuston/local-life-manager --skill synthesize

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill consolidates information from multiple sources into a single, structured synthesis document. It processes sources in batches across sessions to handle more data than fits in context and automatically discovers and queues related sources for ongoing topic exploration.

Core Features & Use Cases

  • Incremental synthesis: Build and refine topic documents across multiple sessions without losing context.
  • Automatic source discovery: Queue new relevant sources as you work, keeping the research up-to-date.
  • Topic deep-dives: Create dedicated syntheses for emerging sub-topics and related ideas with proper citations.
  • Use Case: Start with a topic like ADHD and generate a main synthesis with a sources table and a processing log.

Quick Start

Run the synthesize workflow for a topic, e.g. /synthesize ADHD to start a new synthesis session.

Frequently Asked Questions about synthesize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I synthesize notes from multiple sources into a structured knowledge base?▼

To synthesize notes into a structured knowledge base, run the synthesize workflow for a specific topic. It consolidates information from multiple sources into a single synthesis document with proper citations and a processing log.

Can I process more research sources than fit in a single context window?▼

Yes, you can process more sources than fit in context by using batch processing. The skill operates in incremental sessions, batching sources across multiple runs without losing context during topic synthesis.

How does automatic source discovery work for ongoing research topic exploration?▼

Automatic source discovery works by automatically discovering and queuing related sources as you work. This keeps your research up-to-date by continuously finding relevant materials for ongoing topic exploration during a session.

What is the best way to build and refine a topic synthesis document across multiple research sessions?▼

The best way to build and refine a topic synthesis document across sessions is using incremental synthesis. This approach batches sources across multiple sessions, maintaining context to gradually build and refine dedicated topic documents with citations.

Does the synthesize workflow generate citations and a sources table for my research?▼

Yes, the synthesize workflow generates citations and a sources table. It writes both a synthesis document and dedicated sources docs, ensuring all consolidated information includes proper citations for reference tracking.

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